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<div class="header">
  <div class="headertitle"><div class="title">Functions/interp.hpp</div></div>
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<div class="contents">
<a href="_functions_2interp_8hpp.html">Go to the documentation of this file.</a><div class="fragment"><div class="line"><a id="l00001" name="l00001"></a><span class="lineno">    1</span> </div>
<div class="line"><a id="l00028" name="l00028"></a><span class="lineno">   28</span><span class="preprocessor">#pragma once</span></div>
<div class="line"><a id="l00029" name="l00029"></a><span class="lineno">   29</span> </div>
<div class="line"><a id="l00030" name="l00030"></a><span class="lineno">   30</span><span class="preprocessor">#include &lt;string&gt;</span></div>
<div class="line"><a id="l00031" name="l00031"></a><span class="lineno">   31</span> </div>
<div class="line"><a id="l00032" name="l00032"></a><span class="lineno">   32</span><span class="preprocessor">#include &quot;<a class="code" href="_error_8hpp.html">NumCpp/Core/Internal/Error.hpp</a>&quot;</span></div>
<div class="line"><a id="l00033" name="l00033"></a><span class="lineno">   33</span><span class="preprocessor">#include &quot;<a class="code" href="_nd_array_8hpp.html">NumCpp/NdArray.hpp</a>&quot;</span></div>
<div class="line"><a id="l00034" name="l00034"></a><span class="lineno">   34</span><span class="preprocessor">#include &quot;<a class="code" href="_utils_2interp_8hpp.html">NumCpp/Utils/interp.hpp</a>&quot;</span></div>
<div class="line"><a id="l00035" name="l00035"></a><span class="lineno">   35</span> </div>
<div class="line"><a id="l00036" name="l00036"></a><span class="lineno">   36</span><span class="keyword">namespace </span><a class="code hl_namespace" href="namespacenc.html">nc</a></div>
<div class="line"><a id="l00037" name="l00037"></a><span class="lineno">   37</span>{</div>
<div class="line"><a id="l00038" name="l00038"></a><span class="lineno">   38</span>    <span class="comment">//============================================================================</span></div>
<div class="line"><a id="l00047" name="l00047"></a><span class="lineno">   47</span><span class="comment"></span>    <span class="keyword">template</span>&lt;<span class="keyword">typename</span> dtype&gt;</div>
<div class="line"><a id="l00048" name="l00048"></a><span class="lineno"><a class="line" href="namespacenc.html#a5b9584eeac344f9d37beb6be475300ca">   48</a></span>    <span class="keyword">constexpr</span> <span class="keywordtype">double</span> <a class="code hl_function" href="namespacenc.html#a5b9584eeac344f9d37beb6be475300ca">interp</a>(dtype inValue1, dtype inValue2, <span class="keywordtype">double</span> inPercent) <span class="keyword">noexcept</span></div>
<div class="line"><a id="l00049" name="l00049"></a><span class="lineno">   49</span>    {</div>
<div class="line"><a id="l00050" name="l00050"></a><span class="lineno">   50</span>        <span class="keywordflow">return</span> <a class="code hl_function" href="namespacenc_1_1utils.html#a691a52cfcc401340af355bd53869600e">utils::interp</a>(inValue1, inValue2, inPercent);</div>
<div class="line"><a id="l00051" name="l00051"></a><span class="lineno">   51</span>    }</div>
<div class="line"><a id="l00052" name="l00052"></a><span class="lineno">   52</span> </div>
<div class="line"><a id="l00053" name="l00053"></a><span class="lineno">   53</span>    <span class="comment">//============================================================================</span></div>
<div class="line"><a id="l00054" name="l00054"></a><span class="lineno">   54</span>    <span class="comment">// Method Description:</span></div>
<div class="line"><a id="l00070" name="l00070"></a><span class="lineno">   70</span><span class="comment"></span>    <span class="keyword">template</span>&lt;<span class="keyword">typename</span> dtype&gt;</div>
<div class="line"><a id="l00071" name="l00071"></a><span class="lineno"><a class="line" href="namespacenc.html#acb0128da9c31422e62814a91d2075d9d">   71</a></span>    <a class="code hl_class" href="classnc_1_1_nd_array.html">NdArray&lt;dtype&gt;</a> <a class="code hl_function" href="namespacenc.html#a5b9584eeac344f9d37beb6be475300ca">interp</a>(<span class="keyword">const</span> <a class="code hl_class" href="classnc_1_1_nd_array.html">NdArray&lt;dtype&gt;</a>&amp; inX, <span class="keyword">const</span> <a class="code hl_class" href="classnc_1_1_nd_array.html">NdArray&lt;dtype&gt;</a>&amp; inXp, <span class="keyword">const</span> <a class="code hl_class" href="classnc_1_1_nd_array.html">NdArray&lt;dtype&gt;</a>&amp; inFp)</div>
<div class="line"><a id="l00072" name="l00072"></a><span class="lineno">   72</span>    {</div>
<div class="line"><a id="l00073" name="l00073"></a><span class="lineno">   73</span>        <span class="comment">// do some error checking first</span></div>
<div class="line"><a id="l00074" name="l00074"></a><span class="lineno">   74</span>        <span class="keywordflow">if</span> (inXp.<a class="code hl_function" href="classnc_1_1_nd_array.html#a055875abbe80163ca91328c0fa8ffbfa">size</a>() != inFp.<a class="code hl_function" href="classnc_1_1_nd_array.html#a055875abbe80163ca91328c0fa8ffbfa">size</a>())</div>
<div class="line"><a id="l00075" name="l00075"></a><span class="lineno">   75</span>        {</div>
<div class="line"><a id="l00076" name="l00076"></a><span class="lineno">   76</span>            <a class="code hl_define" href="_error_8hpp.html#af2aff1172060367b9c5398fa097fa8fd">THROW_INVALID_ARGUMENT_ERROR</a>(<span class="stringliteral">&quot;inXp and inFp need to be the same size().&quot;</span>);</div>
<div class="line"><a id="l00077" name="l00077"></a><span class="lineno">   77</span>        }</div>
<div class="line"><a id="l00078" name="l00078"></a><span class="lineno">   78</span> </div>
<div class="line"><a id="l00079" name="l00079"></a><span class="lineno">   79</span>        <span class="keywordflow">if</span> (inX.<a class="code hl_function" href="classnc_1_1_nd_array.html#ae856ac8f46aaf8890ff6730054d5ff60">min</a>().<a class="code hl_function" href="classnc_1_1_nd_array.html#abec76b8f271e07fa07cc2f88fed676fa">item</a>() &lt; inXp.<a class="code hl_function" href="classnc_1_1_nd_array.html#ae856ac8f46aaf8890ff6730054d5ff60">min</a>().<a class="code hl_function" href="classnc_1_1_nd_array.html#abec76b8f271e07fa07cc2f88fed676fa">item</a>() || inX.<a class="code hl_function" href="classnc_1_1_nd_array.html#a03c2c2af1c554cc0619dd431c6f7da71">max</a>().<a class="code hl_function" href="classnc_1_1_nd_array.html#abec76b8f271e07fa07cc2f88fed676fa">item</a>() &gt; inXp.<a class="code hl_function" href="classnc_1_1_nd_array.html#a03c2c2af1c554cc0619dd431c6f7da71">max</a>().<a class="code hl_function" href="classnc_1_1_nd_array.html#abec76b8f271e07fa07cc2f88fed676fa">item</a>())</div>
<div class="line"><a id="l00080" name="l00080"></a><span class="lineno">   80</span>        {</div>
<div class="line"><a id="l00081" name="l00081"></a><span class="lineno">   81</span>            <a class="code hl_define" href="_error_8hpp.html#af2aff1172060367b9c5398fa097fa8fd">THROW_INVALID_ARGUMENT_ERROR</a>(<span class="stringliteral">&quot;endpoints of inX should be contained within inXp.&quot;</span>);</div>
<div class="line"><a id="l00082" name="l00082"></a><span class="lineno">   82</span>        }</div>
<div class="line"><a id="l00083" name="l00083"></a><span class="lineno">   83</span> </div>
<div class="line"><a id="l00084" name="l00084"></a><span class="lineno">   84</span>        <span class="comment">// sort the input inXp and inFp data</span></div>
<div class="line"><a id="l00085" name="l00085"></a><span class="lineno">   85</span>        <a class="code hl_class" href="classnc_1_1_nd_array.html">NdArray&lt;uint32&gt;</a> sortedXpIdxs = <a class="code hl_function" href="namespacenc.html#a2cc9510519d4d8ff92c3be56f1675ad3">argsort</a>(inXp);</div>
<div class="line"><a id="l00086" name="l00086"></a><span class="lineno">   86</span>        <a class="code hl_class" href="classnc_1_1_nd_array.html">NdArray&lt;dtype&gt;</a>  sortedXp(1, inFp.<a class="code hl_function" href="classnc_1_1_nd_array.html#a055875abbe80163ca91328c0fa8ffbfa">size</a>());</div>
<div class="line"><a id="l00087" name="l00087"></a><span class="lineno">   87</span>        <a class="code hl_class" href="classnc_1_1_nd_array.html">NdArray&lt;dtype&gt;</a>  sortedFp(1, inFp.<a class="code hl_function" href="classnc_1_1_nd_array.html#a055875abbe80163ca91328c0fa8ffbfa">size</a>());</div>
<div class="line"><a id="l00088" name="l00088"></a><span class="lineno">   88</span>        <a class="code hl_typedef" href="namespacenc.html#af0f49663fb63332596e2e6327009d581">uint32</a>          counter = 0;</div>
<div class="line"><a id="l00089" name="l00089"></a><span class="lineno">   89</span>        <span class="keywordflow">for</span> (<span class="keyword">auto</span> sortedXpIdx : sortedXpIdxs)</div>
<div class="line"><a id="l00090" name="l00090"></a><span class="lineno">   90</span>        {</div>
<div class="line"><a id="l00091" name="l00091"></a><span class="lineno">   91</span>            sortedXp[counter]   = inXp[sortedXpIdx];</div>
<div class="line"><a id="l00092" name="l00092"></a><span class="lineno">   92</span>            sortedFp[counter++] = inFp[sortedXpIdx];</div>
<div class="line"><a id="l00093" name="l00093"></a><span class="lineno">   93</span>        }</div>
<div class="line"><a id="l00094" name="l00094"></a><span class="lineno">   94</span> </div>
<div class="line"><a id="l00095" name="l00095"></a><span class="lineno">   95</span>        <span class="comment">// get the sorted input inX array indices</span></div>
<div class="line"><a id="l00096" name="l00096"></a><span class="lineno">   96</span>        <a class="code hl_class" href="classnc_1_1_nd_array.html">NdArray&lt;uint32&gt;</a> sortedXIdxs = <a class="code hl_function" href="namespacenc.html#a2cc9510519d4d8ff92c3be56f1675ad3">argsort</a>(inX);</div>
<div class="line"><a id="l00097" name="l00097"></a><span class="lineno">   97</span> </div>
<div class="line"><a id="l00098" name="l00098"></a><span class="lineno">   98</span>        <a class="code hl_class" href="classnc_1_1_nd_array.html">NdArray&lt;dtype&gt;</a> returnArray(1, inX.<a class="code hl_function" href="classnc_1_1_nd_array.html#a055875abbe80163ca91328c0fa8ffbfa">size</a>());</div>
<div class="line"><a id="l00099" name="l00099"></a><span class="lineno">   99</span> </div>
<div class="line"><a id="l00100" name="l00100"></a><span class="lineno">  100</span>        <a class="code hl_typedef" href="namespacenc.html#af0f49663fb63332596e2e6327009d581">uint32</a> currXpIdx = 0;</div>
<div class="line"><a id="l00101" name="l00101"></a><span class="lineno">  101</span>        <a class="code hl_typedef" href="namespacenc.html#af0f49663fb63332596e2e6327009d581">uint32</a> currXidx  = 0;</div>
<div class="line"><a id="l00102" name="l00102"></a><span class="lineno">  102</span>        <span class="keywordflow">while</span> (currXidx &lt; inX.<a class="code hl_function" href="classnc_1_1_nd_array.html#a055875abbe80163ca91328c0fa8ffbfa">size</a>())</div>
<div class="line"><a id="l00103" name="l00103"></a><span class="lineno">  103</span>        {</div>
<div class="line"><a id="l00104" name="l00104"></a><span class="lineno">  104</span>            <span class="keyword">const</span> <span class="keyword">auto</span> sortedXIdx = sortedXIdxs[currXidx];</div>
<div class="line"><a id="l00105" name="l00105"></a><span class="lineno">  105</span>            <span class="keyword">const</span> <span class="keyword">auto</span> x          = inX[sortedXIdx];</div>
<div class="line"><a id="l00106" name="l00106"></a><span class="lineno">  106</span>            <span class="keyword">const</span> <span class="keyword">auto</span> xPLow      = sortedXp[currXpIdx];</div>
<div class="line"><a id="l00107" name="l00107"></a><span class="lineno">  107</span>            <span class="keyword">const</span> <span class="keyword">auto</span> xPHigh     = sortedXp[currXpIdx + 1];</div>
<div class="line"><a id="l00108" name="l00108"></a><span class="lineno">  108</span>            <span class="keyword">const</span> <span class="keyword">auto</span> fPLow      = sortedFp[currXpIdx];</div>
<div class="line"><a id="l00109" name="l00109"></a><span class="lineno">  109</span>            <span class="keyword">const</span> <span class="keyword">auto</span> fPHigh     = sortedFp[currXpIdx + 1];</div>
<div class="line"><a id="l00110" name="l00110"></a><span class="lineno">  110</span> </div>
<div class="line"><a id="l00111" name="l00111"></a><span class="lineno">  111</span>            <span class="keywordflow">if</span> (xPLow &lt;= x &amp;&amp; x &lt;= xPHigh)</div>
<div class="line"><a id="l00112" name="l00112"></a><span class="lineno">  112</span>            {</div>
<div class="line"><a id="l00113" name="l00113"></a><span class="lineno">  113</span>                <span class="keyword">const</span> <span class="keywordtype">double</span> percent    = <span class="keyword">static_cast&lt;</span><span class="keywordtype">double</span><span class="keyword">&gt;</span>(x - xPLow) / <span class="keyword">static_cast&lt;</span><span class="keywordtype">double</span><span class="keyword">&gt;</span>(xPHigh - xPLow);</div>
<div class="line"><a id="l00114" name="l00114"></a><span class="lineno">  114</span>                returnArray[sortedXIdx] = <a class="code hl_function" href="namespacenc_1_1utils.html#a691a52cfcc401340af355bd53869600e">utils::interp</a>(fPLow, fPHigh, percent);</div>
<div class="line"><a id="l00115" name="l00115"></a><span class="lineno">  115</span>                ++currXidx;</div>
<div class="line"><a id="l00116" name="l00116"></a><span class="lineno">  116</span>            }</div>
<div class="line"><a id="l00117" name="l00117"></a><span class="lineno">  117</span>            <span class="keywordflow">else</span></div>
<div class="line"><a id="l00118" name="l00118"></a><span class="lineno">  118</span>            {</div>
<div class="line"><a id="l00119" name="l00119"></a><span class="lineno">  119</span>                ++currXpIdx;</div>
<div class="line"><a id="l00120" name="l00120"></a><span class="lineno">  120</span>            }</div>
<div class="line"><a id="l00121" name="l00121"></a><span class="lineno">  121</span>        }</div>
<div class="line"><a id="l00122" name="l00122"></a><span class="lineno">  122</span> </div>
<div class="line"><a id="l00123" name="l00123"></a><span class="lineno">  123</span>        <span class="keywordflow">return</span> returnArray;</div>
<div class="line"><a id="l00124" name="l00124"></a><span class="lineno">  124</span>    }</div>
<div class="line"><a id="l00125" name="l00125"></a><span class="lineno">  125</span>} <span class="comment">// namespace nc</span></div>
<div class="ttc" id="a_error_8hpp_html"><div class="ttname"><a href="_error_8hpp.html">Error.hpp</a></div></div>
<div class="ttc" id="a_error_8hpp_html_af2aff1172060367b9c5398fa097fa8fd"><div class="ttname"><a href="_error_8hpp.html#af2aff1172060367b9c5398fa097fa8fd">THROW_INVALID_ARGUMENT_ERROR</a></div><div class="ttdeci">#define THROW_INVALID_ARGUMENT_ERROR(msg)</div><div class="ttdef"><b>Definition:</b> Error.hpp:37</div></div>
<div class="ttc" id="a_nd_array_8hpp_html"><div class="ttname"><a href="_nd_array_8hpp.html">NdArray.hpp</a></div></div>
<div class="ttc" id="a_utils_2interp_8hpp_html"><div class="ttname"><a href="_utils_2interp_8hpp.html">interp.hpp</a></div></div>
<div class="ttc" id="aclassnc_1_1_nd_array_html"><div class="ttname"><a href="classnc_1_1_nd_array.html">nc::NdArray</a></div><div class="ttdoc">Holds 1D and 2D arrays, the main work horse of the NumCpp library.</div><div class="ttdef"><b>Definition:</b> NdArrayCore.hpp:139</div></div>
<div class="ttc" id="aclassnc_1_1_nd_array_html_a03c2c2af1c554cc0619dd431c6f7da71"><div class="ttname"><a href="classnc_1_1_nd_array.html#a03c2c2af1c554cc0619dd431c6f7da71">nc::NdArray::max</a></div><div class="ttdeci">self_type max(Axis inAxis=Axis::NONE) const</div><div class="ttdef"><b>Definition:</b> NdArrayCore.hpp:3041</div></div>
<div class="ttc" id="aclassnc_1_1_nd_array_html_a055875abbe80163ca91328c0fa8ffbfa"><div class="ttname"><a href="classnc_1_1_nd_array.html#a055875abbe80163ca91328c0fa8ffbfa">nc::NdArray::size</a></div><div class="ttdeci">size_type size() const noexcept</div><div class="ttdef"><b>Definition:</b> NdArrayCore.hpp:4524</div></div>
<div class="ttc" id="aclassnc_1_1_nd_array_html_abec76b8f271e07fa07cc2f88fed676fa"><div class="ttname"><a href="classnc_1_1_nd_array.html#abec76b8f271e07fa07cc2f88fed676fa">nc::NdArray::item</a></div><div class="ttdeci">value_type item() const</div><div class="ttdef"><b>Definition:</b> NdArrayCore.hpp:3022</div></div>
<div class="ttc" id="aclassnc_1_1_nd_array_html_ae856ac8f46aaf8890ff6730054d5ff60"><div class="ttname"><a href="classnc_1_1_nd_array.html#ae856ac8f46aaf8890ff6730054d5ff60">nc::NdArray::min</a></div><div class="ttdeci">self_type min(Axis inAxis=Axis::NONE) const</div><div class="ttdef"><b>Definition:</b> NdArrayCore.hpp:3085</div></div>
<div class="ttc" id="anamespacenc_1_1utils_html_a691a52cfcc401340af355bd53869600e"><div class="ttname"><a href="namespacenc_1_1utils.html#a691a52cfcc401340af355bd53869600e">nc::utils::interp</a></div><div class="ttdeci">constexpr double interp(double inValue1, double inValue2, double inPercent) noexcept</div><div class="ttdef"><b>Definition:</b> Utils/interp.hpp:41</div></div>
<div class="ttc" id="anamespacenc_html"><div class="ttname"><a href="namespacenc.html">nc</a></div><div class="ttdef"><b>Definition:</b> Cartesian.hpp:40</div></div>
<div class="ttc" id="anamespacenc_html_a2cc9510519d4d8ff92c3be56f1675ad3"><div class="ttname"><a href="namespacenc.html#a2cc9510519d4d8ff92c3be56f1675ad3">nc::argsort</a></div><div class="ttdeci">NdArray&lt; uint32 &gt; argsort(const NdArray&lt; dtype &gt; &amp;inArray, Axis inAxis=Axis::NONE)</div><div class="ttdef"><b>Definition:</b> argsort.hpp:46</div></div>
<div class="ttc" id="anamespacenc_html_a5b9584eeac344f9d37beb6be475300ca"><div class="ttname"><a href="namespacenc.html#a5b9584eeac344f9d37beb6be475300ca">nc::interp</a></div><div class="ttdeci">constexpr double interp(dtype inValue1, dtype inValue2, double inPercent) noexcept</div><div class="ttdef"><b>Definition:</b> Functions/interp.hpp:48</div></div>
<div class="ttc" id="anamespacenc_html_af0f49663fb63332596e2e6327009d581"><div class="ttname"><a href="namespacenc.html#af0f49663fb63332596e2e6327009d581">nc::uint32</a></div><div class="ttdeci">std::uint32_t uint32</div><div class="ttdef"><b>Definition:</b> Types.hpp:40</div></div>
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